Lehrstuhl für Dynamics, Control, Machine Learning and Numerics (Alexander von Humboldt-Professur)

Interior interpretability with attention rollout: contraction and propagation profiles in Transformers (2026) Biccari U, Huang Q, Zuazua E Unpublished / Preprint Approximate and Weighted Data Reconstruction Attack in Federated Learning (2026) Song Y, Wang Z, Zuazua E Journal article Optimal Decay Rate for a Degenerate Hyperbolic-Parabolic Coupled System (2026) Han Z, Yu K, Zuazua E Unpublished / Preprint Hybrid Modeling of Whole-Brain Dynamics balances Data Fidelity and Interpretability (2026) Lopez Montero D, Liverani L, Zuazua E, Kobeleva X Unpublished / Preprint Constructive interpolation and generalization rates for Neural ODEs: a control perspective (2026) Álvarez López A, Liverani L, Zuazua E Unpublished / Preprint Reachability and asymptotics of Gaussian Transformer dynamics (2026) Alcalde Zafra A, Ji Z, Zuazua E Unpublished / Preprint Singular limit phenomenon in a nonlinear elliptic problem arising in electrochemistry (2026) Fernández Martínez D Unpublished / Preprint Fully Discrete High-Order DG Scheme for Waves: Dispersion and Observability (2026) Li Y, Wang X, Zuazua E Unpublished / Preprint LARGE-TIME ASYMPTOTICS OF THE REGULARIZED MOORE-GIBSON-THOMPSON EQUATION WITH GURTIN-PIPKIN THERMAL LAW (2026) Primio AD, Liverani L Journal article Geometric Asymptotics of Score Mixing and Guidance in Diffusion Models (2026) Liu K, Zuazua E Unpublished / Preprint